Overview

Dataset info

Number of variables22
Number of observations84548
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory14.2 MiB
Average record size in memory176.0 B

Variables types

Numeric9
Categorical12
Boolean0
Date0
URL0
Text (Unique)0
Rejected1
Unsupported0

Warnings

ADDRESS has a high cardinality: 67563 distinct values Warning
APARTMENT_NUMBER has a high cardinality: 3989 distinct values Warning
BUILDING_CLASS_AT_PRESENT has a high cardinality: 167 distinct values Warning
BUILDING_CLASS_AT_TIME_OF_SALE has a high cardinality: 166 distinct values Warning
COMMERCIAL_UNITS is highly skewed (γ1 = 214.4011234) Skewed
COMMERCIAL_UNITS has 79429 (93.9%) zeros Zeros
EASE-MENT has constant value " " Rejected
GROSS_SQUARE_FEET has a high cardinality: 5691 distinct values Warning
LAND_SQUARE_FEET has a high cardinality: 6062 distinct values Warning
NEIGHBORHOOD has a high cardinality: 254 distinct values Warning
RESIDENTIAL_UNITS is highly skewed (γ1 = 60.70273283) Skewed
RESIDENTIAL_UNITS has 24783 (29.3%) zeros Zeros
SALE_DATE only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
SALE_DATE has a high cardinality: 364 distinct values Warning
SALE_PRICE has a high cardinality: 10008 distinct values Warning
TOTAL_UNITS is highly skewed (γ1 = 63.44833684) Skewed
TOTAL_UNITS has 19762 (23.4%) zeros Zeros
YEAR_BUILT has 6970 (8.2%) zeros Zeros
ZIP_CODE has 982 (1.2%) zeros Zeros

Variables

ADDRESS
Categorical

Distinct count67563
Unique (%)79.9%
Missing (%)0.0%
Missing (n)0
131-05 40TH ROAD
 
210
429 KENT AVENUE
 
158
169 WEST 95TH STREET
 
153
Other values (67560)
84027
ValueCountFrequency (%) 
131-05 40TH ROAD 210 0.2%
 
429 KENT AVENUE 158 0.2%
 
169 WEST 95TH STREET 153 0.2%
 
131-03 40TH ROAD 147 0.2%
 
265 STATE STREET 127 0.2%
 
550 VANDERBILT AVENUE 126 0.1%
 
50 WEST STREET 115 0.1%
 
39TH AVENUE 108 0.1%
 
30 PARK PLACE 107 0.1%
 
1809 EMMONS AVENUE 103 0.1%
 
Other values (67553) 83194 98.4%
 
Max length34
Mean length19.26264371
Min length5
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

APARTMENT_NUMBER
Categorical

Distinct count3989
Unique (%)4.7%
Missing (%)0.0%
Missing (n)0
65496
4
 
298
3A
 
295
Other values (3986)
18459
ValueCountFrequency (%) 
65496 77.5%
 
4 298 0.4%
 
3A 295 0.3%
 
2 275 0.3%
 
3B 275 0.3%
 
2B 272 0.3%
 
2A 263 0.3%
 
3 263 0.3%
 
1 242 0.3%
 
4B 228 0.3%
 
Other values (3979) 16641 19.7%
 
Max length11
Mean length1.34465629
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

BLOCK
Numeric

Distinct count11566
Unique (%)13.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4237.218976
Minimum1
Maximum16322
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile276
Q11322.75
Median3311
Q36281
95-th percentile11615.65
Maximum16322
Range16321
Interquartile range4958.25

Descriptive statistics

Standard deviation3568.263407
Coef of variation0.8421239088
Kurtosis0.5968940341
Mean4237.218976
MAD2910.575662
Skewness1.049335039
Sum358248390
Variance12732503.74
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.00000e+00 2.00000e+00 1.40000e+01 1.55000e+01 1.65000e+01 ... 1.61255e+04 1.61670e+04 1.62235e+04 1.62315e+04 1.63220e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5066 404 0.5%
 
16 255 0.3%
 
2135 211 0.2%
 
4978 187 0.2%
 
1171 181 0.2%
 
8489 170 0.2%
 
1226 168 0.2%
 
3944 152 0.2%
 
31 135 0.2%
 
1129 135 0.2%
 
Other values (11556) 82550 97.6%
 

Minimum 5 values

ValueCountFrequency (%) 
1 26 < 0.1%
 
3 5 < 0.1%
 
5 1 < 0.1%
 
6 2 < 0.1%
 
7 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
16322 1 < 0.1%
 
16319 1 < 0.1%
 
16317 3 < 0.1%
 
16316 2 < 0.1%
 
16315 2 < 0.1%
 

BOROUGH
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.998758102
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.289790049
Coef of variation0.4301080665
Kurtosis-1.029919869
Mean2.998758102
MAD1.032064902
Skewness-0.3250051722
Sum253539
Variance1.663558371
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
4 26736 31.6%
 
3 24047 28.4%
 
1 18306 21.7%
 
5 8410 9.9%
 
2 7049 8.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 18306 21.7%
 
2 7049 8.3%
 
3 24047 28.4%
 
4 26736 31.6%
 
5 8410 9.9%
 

Maximum 5 values

ValueCountFrequency (%) 
5 8410 9.9%
 
4 26736 31.6%
 
3 24047 28.4%
 
2 7049 8.3%
 
1 18306 21.7%
 

BUILDING_CLASS_AT_PRESENT
Categorical

Distinct count167
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
D4
12663
R4
12482
A1
 
6753
Other values (164)
52650
ValueCountFrequency (%) 
D4 12663 15.0%
 
R4 12482 14.8%
 
A1 6753 8.0%
 
A5 5683 6.7%
 
B2 4923 5.8%
 
B1 4749 5.6%
 
C0 4379 5.2%
 
B3 3824 4.5%
 
A2 2821 3.3%
 
C6 2760 3.3%
 
Other values (157) 23511 27.8%
 
Max length2
Mean length1.991271231
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

BUILDING_CLASS_AT_TIME_OF_SALE
Categorical

Distinct count166
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
R4
12989
D4
12666
A1
 
6751
Other values (163)
52142
ValueCountFrequency (%) 
R4 12989 15.4%
 
D4 12666 15.0%
 
A1 6751 8.0%
 
A5 5671 6.7%
 
B2 4918 5.8%
 
B1 4747 5.6%
 
C0 4384 5.2%
 
B3 3821 4.5%
 
A2 2867 3.4%
 
C6 2760 3.3%
 
Other values (156) 22974 27.2%
 
Max length2
Mean length2
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

BUILDING_CLASS_CATEGORY
Categorical

Distinct count47
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
01 ONE FAMILY DWELLINGS
18235
02 TWO FAMILY DWELLINGS
15828
13 CONDOS - ELEVATOR APARTMENTS
12989
Other values (44)
37496
ValueCountFrequency (%) 
01 ONE FAMILY DWELLINGS 18235 21.6%
 
02 TWO FAMILY DWELLINGS 15828 18.7%
 
13 CONDOS - ELEVATOR APARTMENTS 12989 15.4%
 
10 COOPS - ELEVATOR APARTMENTS 12902 15.3%
 
03 THREE FAMILY DWELLINGS 4384 5.2%
 
07 RENTALS - WALKUP APARTMENTS 3466 4.1%
 
09 COOPS - WALKUP APARTMENTS 2767 3.3%
 
04 TAX CLASS 1 CONDOS 1656 2.0%
 
44 CONDO PARKING 1441 1.7%
 
15 CONDOS - 2-10 UNIT RESIDENTIAL 1281 1.5%
 
Other values (37) 9599 11.4%
 
Max length44
Mean length43.00050859
Min length43
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

COMMERCIAL_UNITS
Numeric

Distinct count55
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1935586886
Minimum0
Maximum2261
Zeros (%)93.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum2261
Range2261
Interquartile range0

Descriptive statistics

Standard deviation8.713183368
Coef of variation45.01571814
Kurtosis53950.59279
Mean0.1935586886
MAD0.3636791662
Skewness214.4011234
Sum16365
Variance75.91956441
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 1.550e+01 2.650e+01 6.450e+01 4.290e+02 2.261e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 79429 93.9%
 
1 3558 4.2%
 
2 817 1.0%
 
3 259 0.3%
 
4 137 0.2%
 
5 74 0.1%
 
6 70 0.1%
 
7 31 < 0.1%
 
8 26 < 0.1%
 
9 20 < 0.1%
 
Other values (45) 127 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 79429 93.9%
 
1 3558 4.2%
 
2 817 1.0%
 
3 259 0.3%
 
4 137 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
2261 1 < 0.1%
 
436 2 < 0.1%
 
422 2 < 0.1%
 
318 1 < 0.1%
 
254 4 < 0.1%
 

EASE-MENT
Constant

This variable is constant and should be ignored for analysis

Constant value

GROSS_SQUARE_FEET
Categorical

Distinct count5691
Unique (%)6.7%
Missing (%)0.0%
Missing (n)0
-
27612
0
11417
2400
 
386
Other values (5688)
45133
ValueCountFrequency (%) 
- 27612 32.7%
 
0 11417 13.5%
 
2400 386 0.5%
 
1800 361 0.4%
 
2000 359 0.4%
 
1600 346 0.4%
 
1440 340 0.4%
 
3000 324 0.4%
 
1200 295 0.3%
 
1280 281 0.3%
 
Other values (5681) 42827 50.7%
 
Max length7
Mean length3.595779912
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

LAND_SQUARE_FEET
Categorical

Distinct count6062
Unique (%)7.2%
Missing (%)0.0%
Missing (n)0
-
26252
0
10326
2000
 
3919
Other values (6059)
44051
ValueCountFrequency (%) 
- 26252 31.0%
 
0 10326 12.2%
 
2000 3919 4.6%
 
2500 3470 4.1%
 
4000 3044 3.6%
 
1800 1192 1.4%
 
3000 1190 1.4%
 
5000 1009 1.2%
 
2200 512 0.6%
 
2400 486 0.6%
 
Other values (6052) 33148 39.2%
 
Max length7
Mean length3.648672943
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

LOT
Numeric

Distinct count2627
Unique (%)3.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean376.2240148
Minimum1
Maximum9106
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q122
Median50
Q31001
95-th percentile1403
Maximum9106
Range9105
Interquartile range979

Descriptive statistics

Standard deviation658.136814
Coef of variation1.749321649
Kurtosis24.93765801
Mean376.2240148
MAD486.2095452
Skewness3.500679349
Sum31808988
Variance433144.0659
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.0000e+00 1.5000e+00 9.5000e+00 2.5500e+01 3.9500e+01 ... 8.0040e+03 8.1545e+03 9.0015e+03 9.0045e+03 9.1060e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 4125 4.9%
 
20 983 1.2%
 
12 972 1.1%
 
40 935 1.1%
 
23 911 1.1%
 
10 895 1.1%
 
15 894 1.1%
 
29 891 1.1%
 
25 879 1.0%
 
19 874 1.0%
 
Other values (2617) 72189 85.4%
 

Minimum 5 values

ValueCountFrequency (%) 
1 4125 4.9%
 
2 742 0.9%
 
3 811 1.0%
 
4 685 0.8%
 
5 805 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
9106 1 < 0.1%
 
9099 1 < 0.1%
 
9085 1 < 0.1%
 
9081 1 < 0.1%
 
9080 1 < 0.1%
 

NEIGHBORHOOD
Categorical

Distinct count254
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
FLUSHING-NORTH
 
3068
UPPER EAST SIDE (59-79)
 
1736
UPPER EAST SIDE (79-96)
 
1590
Other values (251)
78154
ValueCountFrequency (%) 
FLUSHING-NORTH 3068 3.6%
 
UPPER EAST SIDE (59-79) 1736 2.1%
 
UPPER EAST SIDE (79-96) 1590 1.9%
 
UPPER WEST SIDE (59-79) 1439 1.7%
 
BEDFORD STUYVESANT 1436 1.7%
 
MIDTOWN EAST 1418 1.7%
 
BOROUGH PARK 1245 1.5%
 
ASTORIA 1216 1.4%
 
BAYSIDE 1150 1.4%
 
FOREST HILLS 1069 1.3%
 
Other values (244) 69181 81.8%
 
Max length25
Mean length13.14498273
Min length4
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

RESIDENTIAL_UNITS
Numeric

Distinct count176
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.025263755
Minimum0
Maximum1844
Zeros (%)29.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile4
Maximum1844
Range1844
Interquartile range2

Descriptive statistics

Standard deviation16.72103701
Coef of variation8.256226859
Kurtosis5299.9341
Mean2.025263755
MAD2.039002171
Skewness60.70273283
Sum171232
Variance279.5930788
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 1.525e+02 2.845e+02 2.890e+02 9.210e+02 1.844e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 34722 41.1%
 
0 24783 29.3%
 
2 16049 19.0%
 
3 4608 5.5%
 
4 1346 1.6%
 
6 787 0.9%
 
8 332 0.4%
 
5 273 0.3%
 
10 145 0.2%
 
16 122 0.1%
 
Other values (166) 1381 1.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24783 29.3%
 
1 34722 41.1%
 
2 16049 19.0%
 
3 4608 5.5%
 
4 1346 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
1844 2 < 0.1%
 
1641 1 < 0.1%
 
948 1 < 0.1%
 
894 1 < 0.1%
 
889 1 < 0.1%
 

SALE_DATE
Categorical

Distinct count364
Unique (%)0.4%
Missing (%)0.0%
Missing (n)0
2017-06-29 00:00:00
 
544
2017-06-15 00:00:00
 
530
2016-12-22 00:00:00
 
527
Other values (361)
82947
ValueCountFrequency (%) 
2017-06-29 00:00:00 544 0.6%
 
2017-06-15 00:00:00 530 0.6%
 
2016-12-22 00:00:00 527 0.6%
 
2017-05-25 00:00:00 511 0.6%
 
2016-10-06 00:00:00 508 0.6%
 
2016-10-28 00:00:00 493 0.6%
 
2017-03-30 00:00:00 493 0.6%
 
2017-06-30 00:00:00 493 0.6%
 
2016-09-22 00:00:00 489 0.6%
 
2016-09-29 00:00:00 474 0.6%
 
Other values (354) 79486 94.0%
 
Max length19
Mean length19
Min length19
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

SALE_PRICE
Categorical

Distinct count10008
Unique (%)11.8%
Missing (%)0.0%
Missing (n)0
-
14561
0
 
10228
10
 
766
Other values (10005)
58993
ValueCountFrequency (%) 
- 14561 17.2%
 
0 10228 12.1%
 
10 766 0.9%
 
450000 427 0.5%
 
550000 416 0.5%
 
650000 414 0.5%
 
600000 409 0.5%
 
700000 382 0.5%
 
400000 378 0.4%
 
750000 377 0.4%
 
Other values (9998) 56190 66.5%
 
Max length10
Mean length5.176030184
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

TAX_CLASS_AT_PRESENT
Categorical

Distinct count11
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
38633
2
30919
4
 
6140
Other values (8)
8856
ValueCountFrequency (%) 
1 38633 45.7%
 
2 30919 36.6%
 
4 6140 7.3%
 
2A 2521 3.0%
 
2C 1915 2.3%
 
1A 1444 1.7%
 
1B 1234 1.5%
 
2B 814 1.0%
 
738 0.9%
 
1C 186 0.2%
 
Max length2
Mean length1.095969154
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

TAX_CLASS_AT_TIME_OF_SALE
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
41533
2
36726
4
 
6285
ValueCountFrequency (%) 
1 41533 49.1%
 
2 36726 43.4%
 
4 6285 7.4%
 
3 4 < 0.1%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

TOTAL_UNITS
Numeric

Distinct count192
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.249183896
Minimum0
Maximum2261
Zeros (%)23.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median1
Q32
95-th percentile4
Maximum2261
Range2261
Interquartile range1

Descriptive statistics

Standard deviation18.97258443
Coef of variation8.435319348
Kurtosis5719.583676
Mean2.249183896
MAD2.278648393
Skewness63.44833684
Sum190164
Variance359.95896
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 2.825e+02 2.890e+02 4.540e+02 9.285e+02 2.261e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 38356 45.4%
 
0 19762 23.4%
 
2 15914 18.8%
 
3 5412 6.4%
 
4 1498 1.8%
 
6 870 1.0%
 
5 423 0.5%
 
8 374 0.4%
 
10 198 0.2%
 
7 197 0.2%
 
Other values (182) 1544 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19762 23.4%
 
1 38356 45.4%
 
2 15914 18.8%
 
3 5412 6.4%
 
4 1498 1.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2261 1 < 0.1%
 
1866 2 < 0.1%
 
1653 1 < 0.1%
 
955 1 < 0.1%
 
902 1 < 0.1%
 

Unnamed_0
Numeric

Distinct count26736
Unique (%)31.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10344.35988
Minimum4
Maximum26739
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile849
Q14231
Median8942
Q315987.25
95-th percentile23281
Maximum26739
Range26735
Interquartile range11756.25

Descriptive statistics

Standard deviation7151.779436
Coef of variation0.6913699369
Kurtosis-0.9282200569
Mean10344.35988
MAD6151.563062
Skewness0.4407807646
Sum874594939
Variance51147949.11
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[4.00000e+00 7.05250e+03 8.41350e+03 1.83095e+04 2.40505e+04 2.67390e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 5 < 0.1%
 
5475 5 < 0.1%
 
1569 5 < 0.1%
 
3616 5 < 0.1%
 
5603 5 < 0.1%
 
1505 5 < 0.1%
 
3552 5 < 0.1%
 
5539 5 < 0.1%
 
1441 5 < 0.1%
 
3488 5 < 0.1%
 
Other values (26726) 84498 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
4 5 < 0.1%
 
5 5 < 0.1%
 
6 5 < 0.1%
 
7 5 < 0.1%
 
8 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26739 1 < 0.1%
 
26738 1 < 0.1%
 
26737 1 < 0.1%
 
26736 1 < 0.1%
 
26735 1 < 0.1%
 

YEAR_BUILT
Numeric

Distinct count158
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1789.322976
Minimum0
Maximum2017
Zeros (%)8.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11920
Median1940
Q31965
95-th percentile2013
Maximum2017
Range2017
Interquartile range45

Descriptive statistics

Standard deviation537.3449934
Coef of variation0.3003063173
Kurtosis7.146380103
Mean1789.322976
MAD295.0364004
Skewness-3.016062029
Sum151283679
Variance288739.642
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 555.5 1740. 1844.5 1877.5 ... 2013.5 2014.5 2015.5 2016.5 2017. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 6970 8.2%
 
1920 6045 7.1%
 
1930 5043 6.0%
 
1925 4312 5.1%
 
1910 3585 4.2%
 
1950 3156 3.7%
 
1960 2654 3.1%
 
1940 2456 2.9%
 
1931 2246 2.7%
 
1955 1961 2.3%
 
Other values (148) 46120 54.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6970 8.2%
 
1111 1 < 0.1%
 
1680 1 < 0.1%
 
1800 37 < 0.1%
 
1826 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2017 6 < 0.1%
 
2016 794 0.9%
 
2015 1470 1.7%
 
2014 1232 1.5%
 
2013 743 0.9%
 

ZIP_CODE
Numeric

Distinct count186
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10731.99161
Minimum0
Maximum11694
Zeros (%)1.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile10011
Q110305
Median11209
Q311357
95-th percentile11427
Maximum11694
Range11694
Interquartile range1052

Descriptive statistics

Standard deviation1290.879147
Coef of variation0.1202832795
Kurtosis52.53929708
Mean10731.99161
MAD676.1041496
Skewness-6.656320824
Sum907368427
Variance1666368.973
Memory size660.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 5000.5 10001.5 10002.5 10003.5 ... 11435.5 11563.5 11691.5 11693.5 11694. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
10314 1687 2.0%
 
11354 1384 1.6%
 
11201 1324 1.6%
 
11235 1312 1.6%
 
11234 1165 1.4%
 
11375 1144 1.4%
 
10312 1088 1.3%
 
10306 1061 1.3%
 
10023 1053 1.2%
 
10011 1048 1.2%
 
Other values (176) 72282 85.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 982 1.2%
 
10001 204 0.2%
 
10002 328 0.4%
 
10003 812 1.0%
 
10004 95 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11694 273 0.3%
 
11693 142 0.2%
 
11692 157 0.2%
 
11691 435 0.5%
 
11436 312 0.4%
 

Correlations

Missing values

Sample

First rows

ADDRESSAPARTMENT_NUMBERBLOCKBOROUGHBUILDING_CLASS_AT_PRESENTBUILDING_CLASS_AT_TIME_OF_SALEBUILDING_CLASS_CATEGORYCOMMERCIAL_UNITSEASE-MENTGROSS_SQUARE_FEETLAND_SQUARE_FEETLOTNEIGHBORHOODRESIDENTIAL_UNITSSALE_DATESALE_PRICETAX_CLASS_AT_PRESENTTAX_CLASS_AT_TIME_OF_SALETOTAL_UNITSUnnamed_0YEAR_BUILTZIP_CODE
0153 AVENUE B3921C2C207 RENTALS - WALKUP APARTMENTS0644016336ALPHABET CITY52017-07-19 00:00:0066250002A254190010009
1234 EAST 4TH STREET3991C7C707 RENTALS - WALKUP APARTMENTS318690461626ALPHABET CITY282016-12-14 00:00:00-22315190010009
2197 EAST 3RD STREET3991C7C707 RENTALS - WALKUP APARTMENTS17803221239ALPHABET CITY162016-12-09 00:00:00-22176190010009
3154 EAST 7TH STREET4021C4C407 RENTALS - WALKUP APARTMENTS06794227221ALPHABET CITY102016-09-23 00:00:0039362722B2107191310009
4301 EAST 10TH STREET4041C2C207 RENTALS - WALKUP APARTMENTS04615236955ALPHABET CITY62016-11-17 00:00:0080000002A268190010009
5516 EAST 12TH STREET4051C4C407 RENTALS - WALKUP APARTMENTS09730258116ALPHABET CITY202017-07-20 00:00:00-22209190010009
6210 AVENUE B4061C4C407 RENTALS - WALKUP APARTMENTS04226175032ALPHABET CITY82016-09-23 00:00:0031928402B2810192010009
7520 EAST 14TH STREET4071C7C707 RENTALS - WALKUP APARTMENTS221007516318ALPHABET CITY442017-07-20 00:00:00-224611190010009
8141 AVENUE D3791D5D508 RENTALS - ELEVATOR APARTMENTS09198153434ALPHABET CITY152017-06-20 00:00:00-221512192010009
9629 EAST 5TH STREET3871D9D908 RENTALS - ELEVATOR APARTMENTS0185234489153ALPHABET CITY242016-11-07 00:00:0016232000222413192010009

Last rows

ADDRESSAPARTMENT_NUMBERBLOCKBOROUGHBUILDING_CLASS_AT_PRESENTBUILDING_CLASS_AT_TIME_OF_SALEBUILDING_CLASS_CATEGORYCOMMERCIAL_UNITSEASE-MENTGROSS_SQUARE_FEETLAND_SQUARE_FEETLOTNEIGHBORHOODRESIDENTIAL_UNITSSALE_DATESALE_PRICETAX_CLASS_AT_PRESENTTAX_CLASS_AT_TIME_OF_SALETOTAL_UNITSUnnamed_0YEAR_BUILTZIP_CODE
84538178 DARNELL LANE73165B2B202 TWO FAMILY DWELLINGS01300321561WOODROW22017-06-30 00:00:00-1128404199510309
84539137 DARNELL LANE73165B2B202 TWO FAMILY DWELLINGS01300301685WOODROW22016-12-30 00:00:00-1128405199510309
84540125 DARNELL LANE73165B2B202 TWO FAMILY DWELLINGS01300332593WOODROW22016-10-31 00:00:005090001128406199510309
84541112 ROBIN COURT73175B2B202 TWO FAMILY DWELLINGS0216011088126WOODROW22016-12-07 00:00:006480001128407199410309
8454241 SONIA COURT73395B9B902 TWO FAMILY DWELLINGS01800302041WOODROW22016-12-01 00:00:00-1128408199710309
8454337 QUAIL LANE73495B9B902 TWO FAMILY DWELLINGS02575240034WOODROW22016-11-28 00:00:004500001128409199810309
8454432 PHEASANT LANE73495B9B902 TWO FAMILY DWELLINGS02377249878WOODROW22017-04-21 00:00:005500001128410199810309
8454549 PITNEY AVENUE73515B2B202 TWO FAMILY DWELLINGS01496400060WOODROW22017-07-05 00:00:004600001128411192510309
845462730 ARTHUR KILL ROAD71005K6K622 STORE BUILDINGS76411720803328WOODROW02016-12-21 00:00:00116933374478412200110309
84547155 CLAY PIT ROAD71055P9P935 INDOOR PUBLIC AND CULTURAL FACILITIES1240010796679WOODROW02016-10-27 00:00:00693004418413200610309